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feature: adding svd method for pca #2520
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Alexandr-Solovev
wants to merge
46
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oneapi-src:main
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Alexandr-Solovev:dev/asolovev_svd_method_for_pca
Closed
feature: adding svd method for pca #2520
Alexandr-Solovev
wants to merge
46
commits into
oneapi-src:main
from
Alexandr-Solovev:dev/asolovev_svd_method_for_pca
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Alexandr-Solovev
added
dpc++
Issue/PR related to DPC++ functionality
new algorithm
New algorithm or method in oneDAL
perf
Performance optimization
oneAPI
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Oct 13, 2023
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/intelci: run |
Alexandr-Solovev
requested review from
Alexsandruss,
samir-nasibli,
KulikovNikita and
maria-Petrova
as code owners
November 9, 2023 14:09
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dpc++
Issue/PR related to DPC++ functionality
new algorithm
New algorithm or method in oneDAL
oneAPI
Issue/PR related to oneAPI part
perf
Performance optimization
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Description:
This pull request introduces the SVD method for PCA (Principal Component Analysis).
Infrastructure for syevd
infrastructure for gesvd
migrate signflip function to gpu
update tests special for svd
align cpu and gpu results
Add mean centering
PcaSvd kernel implementation
Migrate compute_eigenvectors_on gpu (blocked by issue with fpk)